How Swisscom Efficiently Fine-Tunes and Deploys LLMs with Amazon SageMaker

Explore how Swisscom leverages Amazon SageMaker to efficiently fine-tune and deploy large language models (LLMs) in this 35-minute conference talk from AWS Summit Zurich 2025. Discover practical strategies and best practices for implementing machine learning workflows at scale, focusing on the specific techniques and approaches used by Switzerland's leading telecommunications company. Learn about the challenges and solutions involved in customizing LLMs for enterprise use cases, including the technical architecture, deployment strategies, and operational considerations that enable efficient model management. Gain insights into how SageMaker's capabilities can be utilized to streamline the entire machine learning lifecycle, from initial model fine-tuning through production deployment, while understanding the real-world implementation experience of a major telecommunications provider working with advanced AI technologies.